MM-Fi
Benchmarks
TaskDatasetSOTA resultTrendResults
MM-Fi
93.8Accuracy
73
MM-Fi
62.4MPJPE
68
MM-Fi
8.2RMSE (cm)
28
MM-Fi
-15.14NMSE (dB)
22
MM-Fi
66.16PCK@30
15
MM-Fi Setting 3 Cross-Environment
10.7PCK@20
9
MM-Fi Setting 2 - Cross-Subject
41.9PCK@20
9
MM-Fi Setting 1 Random Split
59.4PCK@20
9
MM-Fi LiDAR modality
66.54Accuracy
9
MM-Fi mmWave modality
62.98Accuracy
9
MM-Fi RGB modality
94.03Accuracy
9
MM-Fi Protocol 3 (Setting 1)
65.8PCK@20
8
MM-Fi Protocol 3 27 activities E04 (test)
1.8PCK@10mm
6
MM-Fi Protocol 2 13 rehabilitation activities E04 (test)
2.9PCK@10
6
MM-Fi Protocol 1 14 daily activities E04 (test)
4.9PCK@10
6
MM-Fi CrossEnv 11
25.7Score V
5
MM-Fi CrossEnv 11
79.5V Score
5
MM-Fi CrossSub 11
30.6Score V
5
MM-Fi CrossSub 11
98V
5
MM-Fi 11 (Random)
30.8V Score
5
MM-Fi 11 (Random)
99.8V Score
5
MM-Fi balanced (test)
87.69Avg HAR Accuracy
4
MM-Fi
16.1EMD (x100)
3
MM-Fi Subject 3 (Hard) 1.0 (test)
80.82PCK@20
3
MM-Fi Average 5-Fold 1.0 (test)
86.89PCK@20
1